Niravkumar Patel Email & Phone Number
@str.us
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Who is Niravkumar Patel? Overview
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Niravkumar Patel is listed as Sr. Scientist at STR, a with 878 employees, based in Dayton Metropolitan Area, United States. AeroLeads shows a work email signal at str.us and a matched LinkedIn profile for Niravkumar Patel.
Niravkumar Patel previously worked as Data Science Fellow at Insight Data Science and Postdoctoral Researcher at The Ohio State University. Niravkumar Patel holds Doctor Of Philosophy - Phd, Condensed Matter And Materials Physics (Theory) from University Of Tennessee, Knoxville.
Email format at STR
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AeroLeads found 1 current-domain work email signal for Niravkumar Patel. Compare company email patterns before reaching out.
About Niravkumar Patel
I'm a physicist turned research data scientist. I have over 6 years of experience developing physics-based simulations applied to the analysis of quantum materials. As a research scientist, I combine physics-based modeling with machine learning and artificial intelligence (AI) to solve real-world problems. I enjoy working on challenging problems that drive innovation using the latest research developments in AI.Languages: Python, SQL (basic), C++, Bash, FortranPackages: Pandas, Numpy, Matplotlib, Scikit-learn, TensorFlow, Keras, Flask, Amazon AWS, Git, Lapack, Blas, EigenMachine Learning: Regression with L1 and L2 regularization, Classification (logistic regression and decision trees), Clustering (k-means), Expectation minimization (Gaussian mixture models and latent Dirichlet analysis), Markov Chain Monte Carlo (MCMC), Dimentionality reduction using singular value decomposition (SVD), Web scraping, and natural language processing, Artificial Neural Networks (ANN), Long short-term memory (LSTM), and Reinforcement Learning (RL).
Listed skills include Research, Physics, Teaching, Fortran, and 22 others.
Niravkumar Patel's current company
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Niravkumar Patel work experience
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Role listed
Sr. Scientist
Sr. Scientist
Data Science Fellow
- Developed quikflip.xyz, a web app that recommends houses and renovations for a house flipping business. - Collected and cleaned over 1.2mil historic Boston house tax-assessment data, combined with the distance from the nearest MBTA metro station, Zillow market-values, and time-series predictions of 2020 mean tax per (ZIP-code,year) to create a regression model for a post-renovation house price forecast. - Deployed a Flask web app on the AWS that predicts the return on investment (ROI) for recommended houses. - Built a recommender system using latent Dirichlet analysis (topic modeling) on 200,000 scraped arxiv.org scientific publications using natural language processing (NLP).
Postdoctoral Researcher
Lead multiple projects on the study of quantum spin liquids with applications in quantum computing technologies. - Published 4 research articles in high impact peer-reviewed journals.- Wrote a grant proposal that was awarded 1.7mil computational hours on the Ohio Supercomputer. - Presented research at conferences with 1 invited presented at the University of Montreal. - Manage 3 undergraduate students and 1 graduate student working on 3 different projects.
Research Assistant
Responsible for developing models using dominant degrees of freedom to predict low and finite temperature properties of the Iron-based superconductors and disordered systems.- Published 11 research articles in high impact peer-reviewed journals in collaboration with scientists from 3 countries and the Oak Ridge National Laboratory. - Developed a new method that combines mean-field theory and Monte Carlo (MFMC) simulations, extending the applicability of mean-field approximation to finite temperature.- Optimized MFMC algorithm using minibatch clusters and map-reduce like multi-processor parallelization with OpenMPI in Fortran to achieve over 10x speed-up and allowing calculations of 1000x the number of atoms. - Applied MFMC algorithm to study materials with the disorder (defects), predicting a range of behavior for conductivity measurements. - Participated in the C++ implementation of tensor network algorithms that perform iterative feature truncation using truncated SVD (DMRG, MPS, MERA) to study 1D materials. - Performed time evolution of charge and spin distributions to predict experimental spectral properties of materials in strongly correlated systems of up to 128 electrons. - Awarded Stelson Fellowship for excellence in research, and 500,000 computational hours.
Teaching Assistant
- Taught 4 semesters of college physics labs and recitations to approximately 60 students per class. - Graded and proctored exams.- Tutored all undergraduate physics courses to all students including physics major.
Research Assistant
Responsible for developing models and leading projects to study the ground-state and dynamical properties of low dimensional materials using Density Matrix Renormalization Group and Lanczos.- Implemented Lanczos method to PsimagLite((https://github.com/g1257/PsimagLite) library for diagonalization of 16mil x 16mil sparse matrices. - Added features to DMRG++ open-source code developed at the Oak Ridge National Laboratory (https://github.com/g1257/dmrgpp).- Implemented the matrix Product States (MPS - https://github.com/g1257/mpspp) algorithm in collaboration with 2 other scientists.
Assistant
Research: - Performed elemental composition analysis on bone tissues subjected to microgravity for NASA funded research. - Operated a scanning electron microscope to obtain the elemental composition of over 300 bone samples from electron X-ray scattering using energy-dispersive X-ray spectroscopy.Teaching - Assist with teaching physical science laboratory. - Tutor physical science courses. - Lead instructor of summer Arkansas Challenge 2012 where I was responsible for creating and managing physics-based demonstrations for elementary school students.
Colleagues at STR
Other employees you can reach at str.us. View company contacts for 878 employees →
Matthew Meyn
Colleague at StrBoston, Massachusetts, United States
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Shing Yong
Colleague at StrSelangor, Malaysia
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Andrew Cunniff
Colleague at StrReading, Massachusetts, United States
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Kayleigh Bohan
Colleague at StrDanvers, Massachusetts, United States
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Joshua G.
Colleague at StrNashua, New Hampshire, United States
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James Wright
Colleague at StrBeverly, Massachusetts, United States
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Daniel Mcgonigle
Colleague at StrHarvard, Massachusetts, United States
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Mathias Wanner
Colleague at StrLancaster, Pennsylvania, United States
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Michael Trutt
Colleague at StrArlington, Virginia, United States
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Anderson Thrasher
Colleague at StrAtlanta, Georgia, United States
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Niravkumar Patel education
Doctor Of Philosophy - Phd, Condensed Matter And Materials Physics (Theory)
Bachelor Of Science - Bs, Physics
Frequently asked questions about Niravkumar Patel
Quick answers generated from the profile data available on this page.
What company does Niravkumar Patel work for?
Niravkumar Patel works for STR.
What is Niravkumar Patel's role at STR?
Niravkumar Patel is listed as Sr. Scientist at STR.
What is Niravkumar Patel's email address?
AeroLeads has found 1 work email signal at @str.us for Niravkumar Patel at STR.
Where is Niravkumar Patel based?
Niravkumar Patel is based in Dayton Metropolitan Area, United States while working with STR.
What companies has Niravkumar Patel worked for?
Niravkumar Patel has worked for Str, Insight Data Science, The Ohio State University, University Of Tennessee, and Oak Ridge National Laboratory.
Who are Niravkumar Patel's colleagues at STR?
Niravkumar Patel's colleagues at STR include Matthew Meyn, Shing Yong, Andrew Cunniff, Kayleigh Bohan, and Joshua G..
How can I contact Niravkumar Patel?
You can use AeroLeads to view verified contact signals for Niravkumar Patel at STR, including work email, phone, and LinkedIn data when available.
What schools did Niravkumar Patel attend?
Niravkumar Patel holds Doctor Of Philosophy - Phd, Condensed Matter And Materials Physics (Theory) from University Of Tennessee, Knoxville.
What skills is Niravkumar Patel known for?
Niravkumar Patel is listed with skills including Research, Physics, Teaching, Fortran, Mathematica, Microsoft Office, Mathematical Modeling, and Mathematics.
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